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20242026
most citedJBShield: Defending Large Language Models from Jailbreak Attacks through Activated Concept Analysis and Manipulation

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cs.CR2026

Sparse Tokens Suffice: Jailbreaking Audio Language Models via Token-Aware Gradient Optimization

Zheng Fang, Xiaosen Wang, Shenyi Zhang +2

Jailbreak attacks on audio language models (ALMs) optimize audio perturbations to elicit unsafe generations, and they typically update the entire waveform densely throughout optimi…